Technology Performance Pulse

10 tips for migrating from monolith to microservices

Dynatrace

OCTOBER 2, 2023

Transforming an application from monolith to microservices-based architecture can be daunting, and knowing where to start can be difficult. Unsurprisingly, organizations are breaking away from monolithic architectures and moving toward event-driven microservices. This is also true of splitting the application into microservices.

Architecture

Architecture Artificial Intelligence Cloud Open Source

Microservices vs. monolithic architecture: Understanding the difference

Dynatrace

MAY 23, 2022

As a result, organizations are weighing microservices vs. monolithic architecture to improve software delivery speed and quality. As developers move to microservice-centric designs, components are broken into independent services to be developed, deployed, and maintained separately. Microservices can become complex quickly.

Architecture

Architecture DevOps Monitoring Programming

Dynatrace partners with AWS to provide enterprise-grade, intelligent observability for custom OpenTelemetry metrics

Dynatrace

DECEMBER 15, 2020

OpenTelemetry metrics add domain specific data such as business KPIs and license relevant consumption details. We’re therefore excited to see that AWS has adopted the OpenTelemetry standards, which are actively driven by Dynatrace and the largest cloud providers. What is AWS Distro for OpenTelemetry?

AWS

AWS Metrics Analytics Government

Scaling Revenue & Growth Tooling

The Netflix TechBlog

MARCH 22, 2021

To provide a view of some of the unique challenges and opportunities of our domain, we’ll share some of the core strategies we’ve developed, some of the tools we’ve built as a result, and finally talk about our vision for the future of tooling on our team. Unfortunately, building safe, user-friendly workflows is not a zero-cost solution.

Engineering

Engineering Innovation Strategy Java

Delta: A Data Synchronization and Enrichment Platform

The Netflix TechBlog

OCTOBER 15, 2019

Delta is an eventual consistent, event driven, data synchronization and enrichment platform. A common solution is to build a repair routine, which can periodically re-apply data from the first to the second store, or does so only if differences are detected. To address these challenges, we developed Delta.

Transportation

Transportation Architecture Processing Storage

domain-driven design (ddd) vs Domain-Driven Design (DDD)

Strategic Tech

NOVEMBER 2, 2021

Practically everybody is doing domain-driven design in some form. When we build new products and services, we’re identifying unmet needs in a particular domain, and then building tools, with models in software, that help people to achieve their unmet needs. What is domain-driven design (ddd)?

Design

Design Strategy Architecture Technology

Legacy Architecture Modernisation With Strategic Domain-Driven Design

Strategic Tech

JULY 21, 2020

A lot of modernisation efforts, though, are shallow and buzz-word driven or carried out by expensive consultancies with flashy Powerpoint decks. Before jumping into either of those scenarios, have a look at what Strategic Domain-Driven Design can offer you. For this purpose, you can use Core Domain Charts.

Architecture

Architecture Design Software Architecture Strategy

In-product guidance accelerates Service Level Objectives (SLO) setup for confident deployments

Dynatrace

DECEMBER 9, 2020

The modern IT landscape is driven by the automatic scaling of compute nodes and highly dynamic provisioning capabilities within Kubernetes clusters. Automating any decision making based on release risks requires domain knowledge and an understanding of business impact. Build your own Site Reliability Engineering dashboards.

Metrics

Metrics Engineering Google Monitoring

10 talks to look for at the 2018 O'Reilly Software Architecture Conference in London

O'Reilly Software

SEPTEMBER 7, 2018

We continue to see strong interest in microservices and its related ecosystem, including topics like DevOps and tools like Kubernetes. Architects must often participate in these types of meetings, so understanding the building blocks and approaches of these consultants allows architects to participate and contribute.

Software Architecture

Software Architecture Architecture Software Software

Frankenstein Migration: Framework-Agnostic Approach (Part 1)

Smashing Magazine

SEPTEMBER 26, 2019

Decoupling different features of your application in order to be able to deploy without re-building the whole application. It all leads to lower, compromised-driven, result quality after gradual migration. There are two fundamental technologies/approaches in the heart of Frankenstein Migration: Microservices architecture , and.

Architecture

Architecture Virtualization Servers Technology

Data Movement in Netflix Studio via Data Mesh

The Netflix TechBlog

JULY 26, 2021

Netflix is known for its loosely coupled microservice architecture and with a global studio footprint, surfacing and connecting the data from microservices into a studio data catalog in real time has become more important than ever. tactical) in nature. CDC events can also be sent to Data Mesh via a Java Client Producer Library.

Big Data

Big Data Government Analytics Processing

Rebuilding Netflix Video Processing Pipeline with Microservices

The Netflix TechBlog

JANUARY 10, 2024

Moving away from the use of dedicated instances that were constrained in quantity, we tapped into Netflix’s internal trough created due to autoscaling microservices, leading to significant improvements in computation elasticity as well as resource utilization efficiency. This introductory blog focuses on an overview of our journey.

Processing

Processing Media Latency Innovation

The Netflix Cosmos Platform

The Netflix TechBlog

MARCH 1, 2021

Orchestrated Functions as a Microservice by Frank San Miguel on behalf of the Cosmos team Introduction Cosmos is a computing platform that combines the best aspects of microservices with asynchronous workflows and serverless functions. Our response was to create Cosmos, a platform for workflow-driven, media-centric microservices.

Serverless

Serverless Media Latency Social Media

Domain Services: The Next (small) Evolution of Microservices

Strategic Tech

APRIL 11, 2021

The microservices era has been good for software architecture. But, the over-focus on micro has detracted from the true benefits of microservices which are about improving the quality and speed of development. Over the past couple of years, I’ve seen organizations referring to microservices as Domain Services.

Software Architecture

Software Architecture Architecture Design Games

Using anti-requirements to find system boundaries

Particular Software

MAY 22, 2023

We all love building greenfield projects. Is this the best way to build a system, though? So we’re now combining data and behavior together…this is essentially an aggregate which means now we’re doing domain-driven design! ? Those are…not so fun. Think of the nouns and what attributes they have.

Systems

Systems Cache Strategy Database

Production Media Management: Transforming Media Workflows by leveraging the Cloud

The Netflix TechBlog

MARCH 12, 2021

Media workflows are always evolving and adapting; driven by changes in production technology (new cameras and formats), post production technology (tools used by Sound, Music, VFX, and Picture Finishing) and consumer technology (adoption of 4K , HDR , and Atmos ). Walk, before you run. Take me home. empowering Media Workflows, do you?

Media

Media Cloud Logistics Technology

DDD Pattern: Library Contexts

Strategic Tech

FEBRUARY 14, 2020

The key to loose coupling is to understand how the system you are building is going to change, and minimising the cost of those changes. All of the following domain events involve a customer who requires a book: Geography exam confirmed ?—?a It could be a microservice or a module within a monolith.

Architecture

Architecture Government Design Availability

Strategic DDD Remote Collaboration Toolkit

Strategic Tech

MAY 9, 2020

If you want to get started with Strategic DDD to gain deeper insights into your domain and to align your software architecture with your domain, you can use this Miro board: [link] No sign up, installation, or payment is required to view the board. In order to use the tools you will need to copy them onto a board of your own.

Software Architecture

Software Architecture Architecture Design Technology

EventStorming Modelling Tips to Facilitate Microservice Design

Strategic Tech

NOVEMBER 29, 2019

EventStorming is a hugely popular technique, allowing us to explore, analyse, and model business domains more effectively than traditional techniques. In this article, we’ll share a few easy-to-learn techniques that will help you to get the most out of EventStorming so you can design more domain-aligned software systems.

Design

Design IoT Energy Software

Consumer-driven Coupling: Patterns and Anti-patterns

Strategic Tech

APRIL 27, 2019

Organisations maximising the advantages provided by microservices tend to be organisations which view microservices not just as a technical tool, but a sociotechnical tool.The way software systems are shaped determines the communication paths and the coupling between development teams. The rules were moderately intricate.

Software Architecture

Software Architecture Architecture Government Design

MLOps and DevOps: Why Data Makes It Different

O'Reilly

OCTOBER 19, 2021

Since software engineers manage to build ordinary software without experiencing as much pain as their counterparts in the ML department, it begs the question: should we just start treating ML projects as software engineering projects as usual, maybe educating ML practitioners about the existing best practices? Software Development Layers.

DevOps

DevOps Software Engineering Open Source Infrastructure

Content Management Systems of the Future: Headless, JAMstack, ADN and Functions at the Edge

Abhishek Tiwari

NOVEMBER 3, 2018

Recently I was asked about content management systems (CMS) of the future - more specifically how they are evolving in the era of microservices, APIs, and serverless computing. In fact, CDN support is often limited to static assets not realising that with the arrival of HTTP2 domain sharding is a thing of past.

Systems

Systems Cache Website Network

Technology Performance Pulse

10 tips for migrating from monolith to microservices

Microservices vs. monolithic architecture: Understanding the difference

Trending Sources

Dynatrace partners with AWS to provide enterprise-grade, intelligent observability for custom OpenTelemetry metrics

Scaling Revenue & Growth Tooling

Delta: A Data Synchronization and Enrichment Platform

domain-driven design (ddd) vs Domain-Driven Design (DDD)

Legacy Architecture Modernisation With Strategic Domain-Driven Design

In-product guidance accelerates Service Level Objectives (SLO) setup for confident deployments

10 talks to look for at the 2018 O'Reilly Software Architecture Conference in London

Frankenstein Migration: Framework-Agnostic Approach (Part 1)

Data Movement in Netflix Studio via Data Mesh

Rebuilding Netflix Video Processing Pipeline with Microservices

The Netflix Cosmos Platform

Domain Services: The Next (small) Evolution of Microservices

Using anti-requirements to find system boundaries

Production Media Management: Transforming Media Workflows by leveraging the Cloud

DDD Pattern: Library Contexts

Strategic DDD Remote Collaboration Toolkit

EventStorming Modelling Tips to Facilitate Microservice Design

Consumer-driven Coupling: Patterns and Anti-patterns

MLOps and DevOps: Why Data Makes It Different

Content Management Systems of the Future: Headless, JAMstack, ADN and Functions at the Edge

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